Pith Number

pith:NQNHIIBF

pith:2024:NQNHIIBF5O5UW2UI36C5E22TP3

not attested not anchored not stored refs pending

Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CT

Constantin Seibold, Fabian H\"orst, Hamza Kalisch, Jens Kleesiek, Ken Herrmann

arxiv:2409.12155 v1 · 2024-09-18 · eess.IV · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NQNHIIBF5O5UW2UI36C5E22TP3}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Improving PET/CT-Based Whole-Body Lesion Segmentation Using Prediction Uncertainty-Augmented Models

RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning

The autoPET3 Challenge: Automated Lesion Segmentation in Whole-Body PET/CT $\unicode{x2013}$ Multitracer Multicenter Generalization

Receipt and verification

First computed	2026-07-05T09:08:43.562190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c1a742025ebbb4b6a88df85d26b537eeb79f8ee9bda2108220b16c29f496522

Aliases

arxiv: 2409.12155 · arxiv_version: 2409.12155v1 · doi: 10.48550/arxiv.2409.12155 · pith_short_12: NQNHIIBF5O5U · pith_short_16: NQNHIIBF5O5UW2UI · pith_short_8: NQNHIIBF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NQNHIIBF5O5UW2UI36C5E22TP3 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 6c1a742025ebbb4b6a88df85d26b537eeb79f8ee9bda2108220b16c29f496522

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d72ac9379ad8a3371bab71c64e18166d15654ae7e68d881396955cfa4d13adfd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-09-18T17:16:57Z",
    "title_canon_sha256": "97a0702fb3abd3a7db711870ed1fdfda2467d9bd62ea89692ded9b282901845a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12155",
    "kind": "arxiv",
    "version": 1
  }
}